{"as_of":"2026-08-08T17:53:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:33471fd6e2efc6992a12c65143e45ef6149a8ed2f6127d5e507f37fdca2488d2","coverage":[{"denominator":0,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":3,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":3,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-08T06:32:00.761636+00:00","state":"measured"},{"denominator":3,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":3,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T12:35:31.258370Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-07-02T17:17:15.150789Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2503.23306","last_updated":"2025-03-30T04:18:28Z","snapshot_observed_at":"2026-08-07T16:27:53.367616Z","submitted_at":"2025-03-30T04:18:28Z","title":"Focus Directions Make Your Language Models Pay More Attention to Relevant Contexts","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2503.23306","snapshot_observed_at":"2026-08-07T12:35:31.258370Z","title":"Focus directions make your language models pay more attention to relevant contexts","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2505.24292","last_updated":"2025-05-30T07:06:11Z","snapshot_observed_at":"2026-08-08T01:28:40.239800Z","submitted_at":"2025-05-30T07:06:11Z","title":"Mind the Quote: Enabling Quotation-Aware Dialogue in LLMs via Plug-and-Play Modules","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-07T12:35:31.258370Z"},"links":{"cited_paper":"/paper/2503.23306","citing_paper":"/paper/2505.24292"},"observation_digest":"sha256:49ec8aa41efab0e6ab2ffd5276bc949d27d281efc0655150b4d216b0bc510dfd","observation_id":"6cf4f52c-5d73-4fa7-8e0f-4e2a6ae436d0","resolution":{"observed_at":"2026-08-07T12:35:31.258370Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2503.23306","last_updated":"2025-03-30T04:18:28Z","snapshot_observed_at":"2026-08-07T16:27:53.367616Z","submitted_at":"2025-03-30T04:18:28Z","title":"Focus Directions Make Your Language Models Pay More Attention to Relevant Contexts","version":1},"cited_work":{"arxiv_id":"2503.23306","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2503.23306","snapshot_observed_at":"2026-07-02T17:17:15.150789Z","title":"Focus direc- tions make your language models pay more attention to relevant contexts.arXiv preprint arXiv:2503.23306","venue":null,"work_id":"34fdec38-4cec-4365-b7af-446c7cabce6d","year":null},"citing_paper":{"arxiv_id":"2512.13751","last_updated":"2026-05-09T08:34:38Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-12-15T05:50:45Z","title":"MIDUS: Memory-Infused Depth Up-Scaling","version":2},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-05-16T22:02:42.297041Z"},"links":{"cited_paper":"/paper/2503.23306","citing_paper":"/paper/2512.13751"},"observation_digest":"sha256:f32e297112678fa36c7ecf8ff39d261a0b89aa36cc9478cb0ea09442f116755c","observation_id":"6ef101ce-6c51-4e94-adf3-d2bec5b05155","resolution":{"observed_at":"2026-05-16T22:03:36.041732Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2503.23306","last_updated":"2025-03-30T04:18:28Z","snapshot_observed_at":"2026-08-07T16:27:53.367616Z","submitted_at":"2025-03-30T04:18:28Z","title":"Focus Directions Make Your Language Models Pay More Attention to Relevant Contexts","version":1},"cited_work":{"arxiv_id":"2503.23306","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2503.23306","snapshot_observed_at":"2026-07-02T17:17:15.150789Z","title":"Focus direc- tions make your language models pay more attention to relevant contexts.arXiv preprint arXiv:2503.23306","venue":null,"work_id":"34fdec38-4cec-4365-b7af-446c7cabce6d","year":null},"citing_paper":{"arxiv_id":"2606.06906","last_updated":"2026-06-05T04:49:37Z","snapshot_observed_at":"2026-08-02T10:42:01.638389Z","submitted_at":"2026-06-05T04:49:37Z","title":"EASE-TTT: Evidence-Aligned Selective Test-Time Training for Long-Context Question Answering","version":1},"reference_index":53,"source":"arxiv_source","source_observed_at":"2026-06-27T22:05:00.537690Z"},"links":{"cited_paper":"/paper/2503.23306","citing_paper":"/paper/2606.06906"},"observation_digest":"sha256:dd120a7e11923898d2675fa19a2c5244d2b59bcf58785e8d0f509acbd15bb4a5","observation_id":"935c9982-98f2-4214-8da1-5acaa259860e","resolution":{"observed_at":"2026-07-02T17:17:15.152058Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2503.23306/citation-record","integrity":"/paper/2503.23306/integrity","json":"/paper/2503.23306/citation-record.json","paper":"/paper/2503.23306"},"outbound":[],"paper":{"arxiv_id":"2503.23306","last_updated":"2025-03-30T04:18:28Z","latest_version":1,"primary_category":"cs.CL","snapshot_observed_at":"2026-08-07T16:27:53.367616Z","submitted_at":"2025-03-30T04:18:28Z","title":"Focus Directions Make Your Language Models Pay More Attention to Relevant Contexts"},"reference_resolution":{"displayed":0,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":0,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":0},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"thesis":"As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2503.23306."}